Empirical Bayesian Analysis for Computer Experiments Involving Finite-Difference Codes
涉及有限差分程序的计算机实验经验贝叶斯分析
Computer experiments are increasingly used in scientific investigations as substitutes for physical experiments in cases where the latter are difficult or impossible to perform. A computer experiment consists of several runs of a computer model or “code” for the purpose of better understanding the input → output relationship. One practical difficulty in the use of these models is that a single run may require a prohibitive amount of computational resources in some…